{"id":"W2996616356","doi":"10.1111/j.1755-3768.2019.8193","title":"Simulation centers accreditation guidelines and good practice","year":2019,"lang":"en","type":"article","venue":"Acta Ophthalmologica","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Accreditation; Certification; Medical education; Scope (computer science); Summit; Certification and Accreditation; Medicine; Work (physics); Best practice; Political science; Engineering; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1074559,0.001273325,0.001580471,0.007770571,0.004148483,0.0118989,0.006921561,0.01018921,0.0195337],"category_scores_gemma":[0.2183094,0.001443706,0.0024935,0.005197163,0.008699357,0.005180735,0.01161587,0.009821933,0.01335083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01311227,"about_ca_system_score_gemma":0.06857869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02070282,"about_ca_topic_score_gemma":0.016635,"domain_scores_codex":[0.7996647,0.1066842,0.02855357,0.005432507,0.05261564,0.007049461],"domain_scores_gemma":[0.7430952,0.07036471,0.0148678,0.01753996,0.1379419,0.01619051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000102738,0.0004683723,0.006179564,0.001908624,0.00009269717,0.0003705101,0.002947571,0.003771318,0.0004675781,0.2202084,0.5350829,0.2283997],"study_design_scores_gemma":[0.000140765,0.0001694837,0.006916225,0.008274204,0.00003901238,0.0006405497,0.001477815,0.002515696,0.000626269,0.04800057,0.9310772,0.0001223004],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008583545,0.03041968,0.1885034,0.2543709,0.01228764,0.01119856,0.003624258,0.003954223,0.4870578],"genre_scores_gemma":[0.2597091,0.0342239,0.4474751,0.1262924,0.004178672,0.02919734,0.01305423,0.003051623,0.08281758],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1074559,"threshold_uncertainty_score":0.5682879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1008137178979034,"score_gpt":0.3940925036571851,"score_spread":0.2932787857592817,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}